Saif Eddin Jabari

58 papers C 1Journal 45Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Dilated Squeeze and Excitation Neural Operator for Differential Equations. CoRR Prajwal Chauhan, Salah Eddine Choutri, Saif Eddin Jabari
2025	—	`conf`	Backpressure-Based Mean-Field Type Game for Scheduling in Multi-Hop Wireless Sensor Networks. EUSIPCO Salah Eddine Choutri, Boualem Djehiche, Prajwal Chauhan, Saif Eddin Jabari
2025	J	`jnl`	Backpressure-based Mean-field Type Game for Scheduling in Multi-Hop Wireless Sensor Networks. CoRR Salah Eddine Choutri, Boualem Djehiche, Prajwal Chauhan, Saif Eddin Jabari
2025	J	`jnl`	Catastrophic Overfitting, Entropy Gap and Participation Ratio: A Noiseless l CoRR Fares B. Mehouachi, Saif Eddin Jabari
2025	J	`jnl`	FlowMixer: A Constrained Neural Architecture for Interpretable Spatiotemporal Forecasting. CoRR Fares B. Mehouachi, Saif Eddin Jabari
2025	J	`jnl`	Koopman Autoencoders Learn Neural Representation Dynamics. CoRR Nishant Suresh Aswani, Saif Eddin Jabari
2025	J	`jnl`	Learning Solution Operators for Partial Differential Equations via Monte Carlo-Type Approximation. CoRR Salah Eddine Choutri, Prajwal Chauhan, Othmane Mazhar, Saif Eddin Jabari
2025	J	`jnl`	Monte Carlo-Type Neural Operator for Differential Equations. CoRR Salah Eddine Choutri, Prajwal Chauhan, Othmane Mazhar, Saif Eddin Jabari
2025	C	`conf`	Monte Carlo-Type Neural Operator for One-Dimensional Differential Equations. ICMLA Salah Eddine Choutri, Prajwal Chauhan, Othmane Mazhar, Saif Eddin Jabari
2025	J	`jnl`	Neural operators struggle to learn complex PDEs in pedestrian mobility: Hughes model case study. CoRR Prajwal Chauhan, Salah Eddine Choutri, Mohamed Ghattassi, Nader Masmoudi, Saif Eddin Jabari
2025	J	`jnl`	On the Role of Non-Localities in Fundamental Diagram Estimation. IEEE Trans. Intell. Transp. Syst. Jing Liu, Fangfang Zheng, Boxi Yu, Chuhan Yang, Saif Eddin Jabari
2024	J	`jnl`	A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. IEEE Trans. Artif. Intell. Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari
2024	J	`jnl`	On countering adversarial perturbations in graphs using error correcting codes. CoRR Saif Eddin Jabari
2024	—	`conf`	Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems. ANZCC Yue Wang, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari
2024	J	`jnl`	Representing Neural Network Layers as Linear Operations via Koopman Operator Theory. CoRR Nishant Suresh Aswani, Saif Eddin Jabari, Muhammad Shafique
2024	J	`jnl`	Urban traffic analysis and forecasting through shared Koopman eigenmodes. CoRR Chuhan Yang, Fares B. Mehouachi, Mónica Menéndez, Saif Eddin Jabari
2023	J	`jnl`	Fourier neural operator for learning solutions to macroscopic traffic flow models: Application to the forward and inverse problems. CoRR Bilal Thonnam Thodi, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari
2023	J	`jnl`	Generalized adaptive smoothing based neural network architecture for traffic state estimation. CoRR Chuhan Yang, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari
2023	J	`jnl`	Learning-based solutions to nonlinear hyperbolic PDEs: Empirical insights on generalization errors. CoRR Bilal Thonnam Thodi, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari
2023	J	`jnl`	Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems. CoRR Yue Wang, Wending Li, Michail Maniatakos, Saif Eddin Jabari
2023	—	`conf`	Physical Backdoor Trigger Activation of Autonomous Vehicle Using Reachability Analysis. CDC Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari
2023	J	`jnl`	Physical Backdoor Trigger Activation of Autonomous Vehicle using Reachability Analysis. CoRR Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari
2022	—	`conf`	Generalized Adaptive Smoothing Using Matrix Completion for Traffic State Estimation. ITSC Chuhan Yang, Bilal Thonnam Thodi, Saif Eddin Jabari
2022	J	`jnl`	Incorporating Kinematic Wave Theory Into a Deep Learning Method for High-Resolution Traffic Speed Estimation. IEEE Trans. Intell. Transp. Syst. Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez
2022	J	`jnl`	Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning. Transp. Sci. Wenqing Li, Chuhan Yang, Saif Eddin Jabari
2022	J	`jnl`	Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles. IEEE Trans. Intell. Transp. Syst. DianChao Lin, Saif Eddin Jabari
2022	J	`jnl`	PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. CoRR Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari
2022	J	`jnl`	Stationary states in two lane traffic: insights from kinetic theory. CoRR A. Sai Venkata Ramana, Saif Eddin Jabari
2021	—	`conf`	A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems. CDC Yue Wang, Michail Maniatakos, Saif Eddin Jabari
2021	J	`jnl`	Incorporating Kinematic Wave Theory into a Deep Learning Method for High-Resolution Traffic Speed Estimation. CoRR Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez
2021	—	`conf`	Learning Traffic Speed Dynamics from Visualizations. ITSC Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez
2021	J	`jnl`	Learning Traffic Speed Dynamics from Visualizations. CoRR Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez
2021	J	`jnl`	Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-Based Traffic Congestion Control Systems. IEEE Trans. Inf. Forensics Secur. Yue Wang, Esha Sarkar, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari
2020	J	`jnl`	A Real-Time Dispatching Strategy for Shared Automated Electric Vehicles with Performance Guarantees. CoRR Li Li, Theodoros Pantelidis, Joseph Y. J. Chow, Saif Eddin Jabari
2020	—	`conf`	A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. ITSC Li Li, DianChao Lin, Saif Eddin Jabari
2020	J	`jnl`	A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. CoRR Li Li, DianChao Lin, Saif Eddin Jabari
2020	J	`jnl`	Backpressure Control with Estimated Queue Lengths for Urban Network Traffic. CoRR Li Li, Saif Eddin Jabari
2020	—	`conf`	Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective. ITSC DianChao Lin, Saif Eddin Jabari
2020	J	`jnl`	Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective. CoRR DianChao Lin, Saif Eddin Jabari
2020	J	`jnl`	Node-charge graph-based online carshare rebalancing with capacitated electric charging. CoRR Theodoros Pantelidis, Li Li, Tai-Yu Ma, Joseph Y. J. Chow, Saif Eddin Jabari
2020	J	`jnl`	Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning. CoRR Wenqing Li, Chuhan Yang, Saif Eddin Jabari
2020	J	`jnl`	Noticeability Versus Impact in Traffic Signal Tampering. IEEE Access Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari
2020	J	`jnl`	Noticeability Versus Impact in Traffic Signal Tampering. CoRR Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari
2020	J	`jnl`	Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles. CoRR DianChao Lin, Saif Eddin Jabari
2020	—	`conf`	Short-Term Traffic Forecasting Using High-Resolution Traffic Data. ITSC Wenqing Li, Chuhan Yang, Saif Eddin Jabari
2020	J	`jnl`	Short-Term Traffic Forecasting Using High-Resolution Traffic Data. CoRR Wenqing Li, Chuhan Yang, Saif Eddin Jabari
2020	J	`jnl`	Sparse Travel Time Estimation from Streaming Data. Transp. Sci. Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip
2020	J	`jnl`	Traffic Data Imputation Using Deep Convolutional Neural Networks. IEEE Access Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo, Mónica Menéndez, Saif Eddin Jabari
2020	J	`jnl`	Traffic Data Imputation using Deep Convolutional Neural Networks. CoRR Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo, Mónica Menéndez, Saif Eddin Jabari
2020	J	`jnl`	Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems. CoRR Yue Wang, Esha Sarkar, Michail Maniatakos, Saif Eddin Jabari
2019	—	`conf`	An Agent-based Simulation for Shared Automated Electric Vehicles with Vehicle Relocation. ITSC Li Li, DianChao Lin, Theodoros Pantelidis, Joseph Y. J. Chow, Saif Eddin Jabari
2019	—	`conf`	Fault isolation based on online sparse optimization of streaming faulty data. CDC Wenqing Li, Yue Wang, Saif Eddin Jabari
2019	J	`jnl`	Pay to change lanes: A cooperative lane-changing strategy for connected/automated driving. CoRR DianChao Lin, Li Li, Saif Eddin Jabari
2019	—	`conf`	Transferable Utility Games based Intersection Control for Connected Vehicles. ITSC DianChao Lin, Saif Eddin Jabari
2018	J	`jnl`	Learning Traffic Flow Dynamics using Random Fields. CoRR Deepthi Mary Dilip, DianChao Lin, Saif Eddin Jabari
2018	J	`jnl`	Position weighted backpressure intersection control for connected urban networks. CoRR Li Li, Saif Eddin Jabari
2018	J	`jnl`	Sparse Travel Time Estimation from Streaming Data. CoRR Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip
2018	J	`jnl`	Traffic state estimation using stochastic Lagrangian dynamics. CoRR Fangfang Zheng, Saif Eddin Jabari, Henry X. Liu, DianChao Lin